Most of the purchaser in terms of Gender

They are Males image.png

Most of the purchaser's age

It is 26-35 image.png

Most of the persons have 17th type of occupation

Most of the person belonging to B type city

image.png

Most of the buyers are unmarried

image.png

Filling NaN values in Product Category 2 and 3 with highest frequency

Product 1 is purchased in pair of 5 at maximum

Product 2 is purchased in pair of 8 at maximum

Product 3 is purchased in pair of 16 at maximum

Averagely bought product

On an average product 2 was bought most

Purchase capacity of Married / Unmarried Person based on different city

As all the plots are very same, it is difficult to identify difference. Hence, no analysis can be obtained

Purchasing power of different age people and categorized by Gender

Purchasing of goods of each range of age are almost equal. We can conclude that the percentage of purchasing goods of men over women is higher.